A multi-objective integrated model for closed-loop supply chain configuration and supplier selection considering uncertain demand and different performance levels
| Autor: | Masoud Mohammadzadeh, Mohammad Mohammadi, Alireza Arshadi Khamseh |
|---|---|
| Rok vydání: | 2017 |
| Předmět: |
Piecewise linearization
Mathematical optimization 021103 operations research Control and Optimization Order allocation Computer science Applied Mathematics Strategy and Management Supply chain 0211 other engineering and technologies Service management 02 engineering and technology Atomic and Molecular Physics and Optics Purchasing Profit (economics) Microeconomics Nonlinear system 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing Business and International Management Electrical and Electronic Engineering Closed loop |
| Zdroj: | Journal of Industrial & Management Optimization. 13:1041-1064 |
| ISSN: | 1553-166X |
| DOI: | 10.3934/jimo.2016061 |
| Popis: | In the supply chain management, configuration of supply chain is the most important decision in the long term and supplier selection and order allocation are the most important decision in the medium-term that are considered separately. Considering these together can overcome the sub-optimality. This paper deals with an integrated model that has two phases. In the first phase, we present a framework for supplier selection criteria in Closed Loop Supply Chain (CLSC). In addition, we define two performance levels for each supplier based on the quantity and capability of purchasing from it to be closer to real world problem. The output of this phase is the score of each supplier in each criterion in each level. In the second phase, we propose a nonlinear multi-objective mixed integer model that determines the number and location of all facilities (strategic decision), flow in each echelon of CLSC (tactical decision) and supplier selection and order allocation (hybrid decision). The objective functions maximize profit and scores of suppliers and minimize total pollution. To solve the model, we have created a transformation based on the piecewise linearization method. The mathematical programming model illustrated by a real numerical example. |
| Databáze: | OpenAIRE |
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